Data types

In NeuronEX, each column or an expression has a related data type. A data type describes (and constrains) the set of values that a column of that type can hold or an expression of that type can produce.

Supported data types

Below is the list of data types supported.

#	Data type	Description
1	bigint	The int type.
2	float	The float type.
3	string	Text values, comprised of Unicode characters.
4	datetime	datetime type.
5	boolean	The boolean type, the value could be true or false.
6	bytea	A sequence of bytes to store binary data. If the stream format is "JSON", the bytea field must be a base64 encoded string.
7	array	The array type, can be any types from simple data or struct type.
8	struct	The complex type. Set of name/value pairs. Values must be of supported data type.

Compatibility of comparison and calculation

There may be binary operations in each sql clause. In this example, Select temperature * 2 from demo where temperature > 20, a calculation operation is used in select clause and a comparison operation is used in the where clause. In the binary operations, if incompatible data types are used, a runtime error will happen and send to the sinks.

Array and struct are not supported in any binary operations. The compatibility of other data types is listed in below table. Whereas, the row header is the left operand data type and the column header is the right operand data. The value is the compatibility in which Y stands for yes and N stands for no.

#	bigint	float	string	datetime	boolean
bigint	Y	Y	N	N	N
float	Y	Y	N	N	N
string	N	N	Y	N	N
datetime	Y	Y	Y, if in the valid format	Y	N
boolean	N	N	N	N	Y

The default format for datetime string is "2006-01-02T15:04:05.000Z07:00"

For nil value, we follow the rules:

1. Compare with nil always return false
2. Calculate with nil always return nil

Type conversions

There is a built-in function cast(col, targetType) to explicitly convert from one date type to another in runtime. Please refer to cast for detail.